{"id":"W6930792945","doi":"10.5281/zenodo.15388919","title":"Forcipomyia (Lepidohelea) Kieffer 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Chatterjee; Subgenus; Bellows; Muscidae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002594862,0.0001235456,0.0001254044,0.00004421254,0.001653676,0.0005234929,0.000814563,0.00005894861,0.02111884],"category_scores_gemma":[0.0004864385,0.00006336348,0.00008053834,0.000713463,0.0001005217,0.00017411,0.0007346396,0.0001380483,0.005728092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006606352,"about_ca_system_score_gemma":0.000001671618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004049111,"about_ca_topic_score_gemma":0.000003020083,"domain_scores_codex":[0.9986978,0.0002010502,0.0001766518,0.0003656942,0.0002218611,0.0003369668],"domain_scores_gemma":[0.9993362,0.00004824957,0.00004921784,0.0001257806,0.0003005044,0.0001400573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001223438,0.0002304695,0.0001138174,0.00003747875,0.00004950254,0.00001059839,0.00008384708,0.000005597503,0.1225776,0.01486868,0.4244919,0.4374081],"study_design_scores_gemma":[0.0001488301,0.0001908763,0.05599722,0.00002109784,0.00001333894,0.000007428706,0.000123851,0.00005984479,0.0008766176,0.0003855062,0.9420474,0.0001279478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6415594,0.0004065672,0.0002114996,0.005194027,0.0001819496,0.0007251138,0.0004304982,0.00177568,0.3495152],"genre_scores_gemma":[0.9952961,0.00004750473,0.00003499156,0.0006154423,0.0001523974,6.364684e-8,0.0008596046,0.00005216336,0.002941778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5175555,"threshold_uncertainty_score":0.999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804228737533975,"score_gpt":0.2335525313613684,"score_spread":0.2055102439860286,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}